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Medical Informatics laboratory

The Medical Informatics / Signal and Image Processing laboratory focuses on the modern processing of medical image data (e.g. computed tomography, magnetic resonance imaging, ultrasound, ...) using current methods and technologies from the core areas of segmentation, registration, visualisation and artificial intelligence.

The areas of application include

  • Computer-aided diagnosis and therapy
  • Simulation and planning of medical interventions

Other topics that are being worked on in the laboratory include

  • Autonomous driving
  • edge computing

Management

Drechsler, Klaus , Prof. Dr.-Ing.

Teaching Subject: Bildverarbeitung und Medizinische Informatik
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Heinrich-Mußmann-Straße 1
Room 01C02
52428 Jülich

Consultation Hours

N.V.

Laboratory members

Münchau, Florian Working Title: Ada Augment for Segementation

Hejazi, Mhd Wesam OIO Optic Box Revision

Truong, Viet UNet vs. SegNet: A Comparative Analysis using HaNSeg Dataset for Medical Image Segmentation

Pourgholami Jirandehi, Ali Efficient Image Segmentation through Iterative Axial Projection: A Revision of the IAP U-ViT Model

Bachelor/Master students

Former

Elkaam, Hiba Exploring the Role of Q, K, and V Vectors in Vision Transformers: A Practical Study

Hwa, De Shin Exploring the Integration of Key-Value Transformer Models into Vision Transformers for Improved Semantic Segmentation

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Marchal, Christoph B.Eng.

Lehrke, Jonathan Evaluierung und implementierung von Web GUI Frameworks für die endnutzergerechte Anwendung von Machine Learning in der medizinischen Bildverarbeitung